Pandas Profiling Report

Dataset statistics

Number of variables	30
Number of observations	50704
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.6 MiB
Average record size in memory	240.0 B

Variable types

Categorical	3
Numeric	27

Alerts

`track_id` has a high cardinality: 50704 distinct values	High cardinality
`acousticness` is highly correlated with `energy` and 4 other fields	High correlation
`beat_strength` is highly correlated with `bounciness` and 8 other fields	High correlation
`bounciness` is highly correlated with `beat_strength` and 7 other fields	High correlation
`danceability` is highly correlated with `beat_strength` and 7 other fields	High correlation
`dyn_range_mean` is highly correlated with `beat_strength` and 2 other fields	High correlation
`energy` is highly correlated with `acousticness` and 5 other fields	High correlation
`flatness` is highly correlated with `beat_strength` and 3 other fields	High correlation
`loudness` is highly correlated with `acousticness` and 6 other fields	High correlation
`mechanism` is highly correlated with `danceability` and 1 other fields	High correlation
`organism` is highly correlated with `acousticness` and 6 other fields	High correlation
`speechiness` is highly correlated with `acoustic_vector_0` and 2 other fields	High correlation
`acoustic_vector_0` is highly correlated with `acousticness` and 15 other fields	High correlation
`acoustic_vector_1` is highly correlated with `release_year` and 11 other fields	High correlation
`acoustic_vector_2` is highly correlated with `beat_strength` and 9 other fields	High correlation
`acoustic_vector_3` is highly correlated with `beat_strength` and 8 other fields	High correlation
`acoustic_vector_4` is highly correlated with `acoustic_vector_0` and 6 other fields	High correlation
`acoustic_vector_5` is highly correlated with `bounciness` and 9 other fields	High correlation
`acoustic_vector_7` is highly correlated with `speechiness` and 7 other fields	High correlation
`release_year` is highly correlated with `acoustic_vector_1`	High correlation
`instrumentalness` is highly correlated with `acoustic_vector_0`	High correlation
`tempo` is highly correlated with `beat_strength` and 2 other fields	High correlation
`time_signature` is highly correlated with `beat_strength` and 3 other fields	High correlation
`acoustic_vector_6` is highly correlated with `acoustic_vector_0` and 6 other fields	High correlation
`track_id` is uniformly distributed	Uniform
`track_id` has unique values	Unique
`us_popularity_estimate` has unique values	Unique
`key` has 5513 (10.9%) zeros	Zeros

Reproduction

Analysis started	2022-10-20 02:58:10.629571
Analysis finished	2022-10-20 03:01:12.281741
Duration	3 minutes and 1.65 second
Software version	pandas-profiling v3.3.0
Download configuration	config.json

track_id
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	50704
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	396.2 KiB

t_a540e552-16d4-42f8-a185-232bd650ea7d	1
t_2ba76065-c843-4f1c-b9ee-035d51d03e72	1
t_d7f478d0-8f83-49d2-81a3-c439d5f27559	1
t_18656123-8a8a-414e-b2c4-a5edb77640af	1
t_6928d4e4-724a-4aee-add6-37bb03cc07a8	1
Other values (50699)	50699

Length

Max length	38
Median length	38
Mean length	38
Min length	38

Characters and Unicode

Total characters	1926752
Distinct characters	19
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50704 ?
Unique (%)	100.0%

Sample

1st row	t_a540e552-16d4-42f8-a185-232bd650ea7d
2nd row	t_67965da0-132b-4b1e-8a69-0ef99b32287c
3rd row	t_0614ecd3-a7d5-40a1-816e-156d5872a467
4th row	t_070a63a0-744a-434e-9913-a97b02926a29
5th row	t_d6990e17-9c31-4b01-8559-47d9ce476df1

Common Values

Value	Count	Frequency (%)
t_a540e552-16d4-42f8-a185-232bd650ea7d	1	< 0.1%
t_2ba76065-c843-4f1c-b9ee-035d51d03e72	1	< 0.1%
t_d7f478d0-8f83-49d2-81a3-c439d5f27559	1	< 0.1%
t_18656123-8a8a-414e-b2c4-a5edb77640af	1	< 0.1%
t_6928d4e4-724a-4aee-add6-37bb03cc07a8	1	< 0.1%
t_a58c173a-d1dc-46ab-b311-c5834099718c	1	< 0.1%
t_2cc59b4b-4549-49ec-ab9f-4a58dfde0aa7	1	< 0.1%
t_cfd6422f-7643-4ad6-b154-2e38aceb2bab	1	< 0.1%
t_0d0bb124-8cb2-40de-a488-327243c6f956	1	< 0.1%
t_c2d7e681-c9d1-4f98-86e4-8da8d5cdce58	1	< 0.1%
Other values (50694)	50694	> 99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
t_a540e552-16d4-42f8-a185-232bd650ea7d	1	< 0.1%
t_6a0a735a-7693-42d0-8175-d1b9f3e2fd09	1	< 0.1%
t_734aef3f-6ae9-44e1-8135-20234e050965	1	< 0.1%
t_0614ecd3-a7d5-40a1-816e-156d5872a467	1	< 0.1%
t_070a63a0-744a-434e-9913-a97b02926a29	1	< 0.1%
t_d6990e17-9c31-4b01-8559-47d9ce476df1	1	< 0.1%
t_fcb90952-0c6d-4644-86ac-951f6ec4b3ff	1	< 0.1%
t_20675f8a-3a40-40b8-aa9b-0ce64536c65b	1	< 0.1%
t_7577ca53-5d0b-489b-a6df-ade8bbc895ef	1	< 0.1%
t_8a461a4e-62e4-4e00-8433-f7f034fa9887	1	< 0.1%
Other values (50694)	50694	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
-	202816	10.5%
4	146084	7.6%
9	108084	5.6%
8	107855	5.6%
b	107597	5.6%
a	107507	5.6%
1	95800	5.0%
3	95223	4.9%
0	95214	4.9%
5	95112	4.9%
Other values (9)	765460	39.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1028149	53.4%
Lowercase Letter	645083	33.5%
Dash Punctuation	202816	10.5%
Connector Punctuation	50704	2.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	146084	14.2%
9	108084	10.5%
8	107855	10.5%
1	95800	9.3%
3	95223	9.3%
0	95214	9.3%
5	95112	9.3%
6	94998	9.2%
2	94971	9.2%
7	94808	9.2%

Lowercase Letter

Value	Count	Frequency (%)
b	107597	16.7%
a	107507	16.7%
e	94992	14.7%
f	94845	14.7%
c	94748	14.7%
d	94690	14.7%
t	50704	7.9%

Dash Punctuation

Value	Count	Frequency (%)
-	202816	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	50704	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1281669	66.5%
Latin	645083	33.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	202816	15.8%
4	146084	11.4%
9	108084	8.4%
8	107855	8.4%
1	95800	7.5%
3	95223	7.4%
0	95214	7.4%
5	95112	7.4%
6	94998	7.4%
2	94971	7.4%
Other values (2)	145512	11.4%

Latin

Value	Count	Frequency (%)
b	107597	16.7%
a	107507	16.7%
e	94992	14.7%
f	94845	14.7%
c	94748	14.7%
d	94690	14.7%
t	50704	7.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1926752	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	202816	10.5%
4	146084	7.6%
9	108084	5.6%
8	107855	5.6%
b	107597	5.6%
a	107507	5.6%
1	95800	5.0%
3	95223	4.9%
0	95214	4.9%
5	95112	4.9%
Other values (9)	765460	39.7%

duration
Real number (ℝ_≥0)

Distinct	33549
Distinct (%)	66.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	222.2679804

Minimum	30.01333046
Maximum	1787.760986
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	30.01333046
5-th percentile	127.6011955
Q1	183.9333344
median	214.8666687
Q3	250.4266663
95-th percentile	334.5955063
Maximum	1787.760986
Range	1757.747656
Interquartile range (IQR)	66.49333191

Descriptive statistics

Standard deviation	72.22483899
Coefficient of variation (CV)	0.3249448654
Kurtosis	26.47598152
Mean	222.2679804
Median Absolute Deviation (MAD)	33.04016113
Skewness	2.714446049
Sum	11269875.68
Variance	5216.427367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
192	43	0.1%
240	40	0.1%
180	36	0.1%
216	29	0.1%
210	23	< 0.1%
204	19	< 0.1%
228	18	< 0.1%
232	18	< 0.1%
198	18	< 0.1%
144	18	< 0.1%
Other values (33539)	50442	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.01333046	1	< 0.1%
30.21332932	1	< 0.1%
30.61333084	1	< 0.1%
30.62221909	1	< 0.1%
30.98726082	1	< 0.1%
31	1	< 0.1%
31.04000092	2	< 0.1%
31.18997955	1	< 0.1%
31.28000069	1	< 0.1%
31.54000092	1	< 0.1%

Value	Count	Frequency (%)
1787.760986	1	< 0.1%
1549.965088	1	< 0.1%
1449.533325	1	< 0.1%
1402.47998	1	< 0.1%
1355.560059	1	< 0.1%
1352.41333	1	< 0.1%
1298.306641	1	< 0.1%
1257.333374	1	< 0.1%
1233.666626	1	< 0.1%
1194.186646	1	< 0.1%

release_year
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	69
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2010.324748

Minimum	1950
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	1950
5-th percentile	1982
Q1	2009
median	2015
Q3	2017
95-th percentile	2018
Maximum	2018
Range	68
Interquartile range (IQR)	8

Descriptive statistics

Standard deviation	11.47186585
Coefficient of variation (CV)	0.005706473972
Kurtosis	5.380409893
Mean	2010.324748
Median Absolute Deviation (MAD)	3
Skewness	-2.331317301
Sum	101931506
Variance	131.603706
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2017	10115	19.9%
2018	8136	16.0%
2016	5834	11.5%
2015	4126	8.1%
2014	2868	5.7%
2013	2143	4.2%
2012	1568	3.1%
2011	1379	2.7%
2010	1167	2.3%
2009	932	1.8%
Other values (59)	12436	24.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1950	7	< 0.1%
1951	21	< 0.1%
1952	4	< 0.1%
1953	4	< 0.1%
1954	13	< 0.1%
1955	9	< 0.1%
1956	38	0.1%
1957	15	< 0.1%
1958	11	< 0.1%
1959	25	< 0.1%

Value	Count	Frequency (%)
2018	8136	16.0%
2017	10115	19.9%
2016	5834	11.5%
2015	4126	8.1%
2014	2868	5.7%
2013	2143	4.2%
2012	1568	3.1%
2011	1379	2.7%
2010	1167	2.3%
2009	932	1.8%

us_popularity_estimate
Real number (ℝ_≥0)

UNIQUE

Distinct	50704
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.45513144

Minimum	90.0188995
Maximum	99.99999678
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	90.0188995
5-th percentile	97.46315569
Q1	99.50966999
median	99.86544357
Q3	99.96113087
95-th percentile	99.99402305
Maximum	99.99999678
Range	9.981097282
Interquartile range (IQR)	0.4514608742

Descriptive statistics

Standard deviation	1.139221867
Coefficient of variation (CV)	0.01145463135
Kurtosis	21.38606876
Mean	99.45513144
Median Absolute Deviation (MAD)	0.1177698495
Skewness	-4.192658187
Sum	5042772.984
Variance	1.297826462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99.97541442	1	< 0.1%
99.57677611	1	< 0.1%
99.3783287	1	< 0.1%
99.84330754	1	< 0.1%
99.99097703	1	< 0.1%
99.37318191	1	< 0.1%
99.56731567	1	< 0.1%
99.98073813	1	< 0.1%
99.19444509	1	< 0.1%
99.9588514	1	< 0.1%
Other values (50694)	50694	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
90.0188995	1	< 0.1%
90.02402217	1	< 0.1%
90.02662612	1	< 0.1%
90.05087716	1	< 0.1%
90.05344573	1	< 0.1%
90.08030233	1	< 0.1%
90.08754644	1	< 0.1%
90.0991991	1	< 0.1%
90.10951037	1	< 0.1%
90.1309918	1	< 0.1%

Value	Count	Frequency (%)
99.99999678	1	< 0.1%
99.99999196	1	< 0.1%
99.99998874	1	< 0.1%
99.99998713	1	< 0.1%
99.99998231	1	< 0.1%
99.99997748	1	< 0.1%
99.99997587	1	< 0.1%
99.99997427	1	< 0.1%
99.99997266	1	< 0.1%
99.99996783	1	< 0.1%

acousticness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50673
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2503359702

Minimum	0
Maximum	0.995796442
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0005539919221
Q1	0.02529069316
median	0.1358206868
Q3	0.4061418772
95-th percentile	0.8458510697
Maximum	0.995796442
Range	0.995796442
Interquartile range (IQR)	0.380851184

Descriptive statistics

Standard deviation	0.2760471489
Coefficient of variation (CV)	1.102706689
Kurtosis	0.03581761102
Mean	0.2503359702
Median Absolute Deviation (MAD)	0.1287805475
Skewness	1.09359151
Sum	12693.03503
Variance	0.07620202843
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.995796442	7	< 0.1%
0	3	< 0.1%
0.1153492182	2	< 0.1%
0.4128252268	2	< 0.1%
0.2137224227	2	< 0.1%
0.2169586718	2	< 0.1%
0.2198940814	2	< 0.1%
0.5396700501	2	< 0.1%
0.5709148049	2	< 0.1%
0.200988248	2	< 0.1%
Other values (50663)	50678	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
9.034616824 × 10^-7	1	< 0.1%
1.167027108 × 10^-6	1	< 0.1%
1.243354063 × 10^-6	1	< 0.1%
1.341031748 × 10^-6	1	< 0.1%
1.345612077 × 10^-6	1	< 0.1%
1.385133373 × 10^-6	1	< 0.1%
1.406331876 × 10^-6	1	< 0.1%
1.416477971 × 10^-6	1	< 0.1%
1.4587946 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.995796442	7	< 0.1%
0.9957363009	1	< 0.1%
0.9957306385	1	< 0.1%
0.9956898093	1	< 0.1%
0.9956724048	1	< 0.1%
0.9956659079	1	< 0.1%
0.9956328273	1	< 0.1%
0.9956204295	1	< 0.1%
0.9956088662	1	< 0.1%
0.9956002235	1	< 0.1%

beat_strength
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50548
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.492074568

Minimum	0
Maximum	0.990418911
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2363141596
Q1	0.3743784949
median	0.4937639087
Q3	0.6049943715
95-th percentile	0.7546008706
Maximum	0.990418911
Range	0.990418911
Interquartile range (IQR)	0.2306158766

Descriptive statistics

Standard deviation	0.1581023077
Coefficient of variation (CV)	0.3212974577
Kurtosis	-0.5244435141
Mean	0.492074568
Median Absolute Deviation (MAD)	0.1151090711
Skewness	0.0317923529
Sum	24950.1489
Variance	0.0249963397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.1%
0.6470000148	3	< 0.1%
0.559864819	2	< 0.1%
0.576300025	2	< 0.1%
0.750846982	2	< 0.1%
0.5988093019	2	< 0.1%
0.5496152043	2	< 0.1%
0.4011809528	2	< 0.1%
0.5241655707	2	< 0.1%
0.7453503013	2	< 0.1%
Other values (50538)	50659	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
0.03507629037	1	< 0.1%
0.04087410867	1	< 0.1%
0.04441197962	1	< 0.1%
0.05146440864	1	< 0.1%
0.05383713171	1	< 0.1%
0.05640193075	1	< 0.1%
0.05741856992	1	< 0.1%
0.05920472369	1	< 0.1%
0.06106896698	1	< 0.1%

Value	Count	Frequency (%)
0.990418911	1	< 0.1%
0.96725142	1	< 0.1%
0.9568275809	1	< 0.1%
0.9480654001	1	< 0.1%
0.9439855218	1	< 0.1%
0.9422747493	1	< 0.1%
0.941809833	1	< 0.1%
0.9383197427	1	< 0.1%
0.9356092811	1	< 0.1%
0.9345198274	1	< 0.1%

bounciness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50589
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5145259658

Minimum	0
Maximum	0.9725903273
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2141914956
Q1	0.372462593
median	0.5222655237
Q3	0.6559117883
95-th percentile	0.8030018687
Maximum	0.9725903273
Range	0.9725903273
Interquartile range (IQR)	0.2834491953

Descriptive statistics

Standard deviation	0.182594682
Coefficient of variation (CV)	0.354879431
Kurtosis	-0.7838189709
Mean	0.5145259658
Median Absolute Deviation (MAD)	0.1409444809
Skewness	-0.09486128427
Sum	26088.52457
Variance	0.03334081789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.1%
0.5995150208	2	< 0.1%
0.6466562748	2	< 0.1%
0.5843442082	2	< 0.1%
0.6766602993	2	< 0.1%
0.5902587175	2	< 0.1%
0.7545577288	2	< 0.1%
0.8217284679	2	< 0.1%
0.5745980144	2	< 0.1%
0.5327239633	2	< 0.1%
Other values (50579)	50660	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
0.02480268106	1	< 0.1%
0.02926739492	1	< 0.1%
0.03140401095	1	< 0.1%
0.03685265779	1	< 0.1%
0.03856853023	1	< 0.1%
0.03995772079	1	< 0.1%
0.04060105979	1	< 0.1%
0.04186618701	1	< 0.1%
0.04333423078	1	< 0.1%

Value	Count	Frequency (%)
0.9725903273	1	< 0.1%
0.966881156	1	< 0.1%
0.9559528232	1	< 0.1%
0.9549201727	1	< 0.1%
0.9511886835	1	< 0.1%
0.9504380226	1	< 0.1%
0.9501572251	1	< 0.1%
0.9499203563	1	< 0.1%
0.949033618	1	< 0.1%
0.947452426	1	< 0.1%

danceability
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50580
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6117423805

Minimum	0
Maximum	0.9849516749
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.3128949285
Q1	0.502499193
median	0.6251445115
Q3	0.7362409085
95-th percentile	0.8593310118
Maximum	0.9849516749
Range	0.9849516749
Interquartile range (IQR)	0.2337417156

Descriptive statistics

Standard deviation	0.1661458589
Coefficient of variation (CV)	0.2715944884
Kurtosis	-0.1242583001
Mean	0.6117423805
Median Absolute Deviation (MAD)	0.1163365543
Skewness	-0.4233281153
Sum	31017.78566
Variance	0.02760444642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.1%
0.5504223108	2	< 0.1%
0.6393217444	2	< 0.1%
0.8271092772	2	< 0.1%
0.6854202151	2	< 0.1%
0.7121165991	2	< 0.1%
0.7643116713	2	< 0.1%
0.7393907905	2	< 0.1%
0.6704515219	2	< 0.1%
0.7836670876	2	< 0.1%
Other values (50570)	50660	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
0.05506661907	1	< 0.1%
0.05528458208	1	< 0.1%
0.05738569796	1	< 0.1%
0.06025646254	1	< 0.1%
0.06084613875	1	< 0.1%
0.06097656861	1	< 0.1%
0.06156436726	1	< 0.1%
0.06390676647	1	< 0.1%
0.06404734403	1	< 0.1%

Value	Count	Frequency (%)
0.9849516749	1	< 0.1%
0.9846640825	1	< 0.1%
0.9822763801	1	< 0.1%
0.9812438488	1	< 0.1%
0.9806206822	1	< 0.1%
0.9800063372	1	< 0.1%
0.9799685478	1	< 0.1%
0.9797750115	1	< 0.1%
0.9791546464	1	< 0.1%
0.9784172773	1	< 0.1%

dyn_range_mean
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50580
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.215950271

Minimum	0
Maximum	32.34278107
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	4.773401523
Q1	6.356671333
median	8.01507473
Q3	9.792091846
95-th percentile	12.43467593
Maximum	32.34278107
Range	32.34278107
Interquartile range (IQR)	3.435420513

Descriptive statistics

Standard deviation	2.410625574
Coefficient of variation (CV)	0.2934080045
Kurtosis	0.5405296345
Mean	8.215950271
Median Absolute Deviation (MAD)	1.715214491
Skewness	0.5758824772
Sum	416581.5425
Variance	5.811115657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.888734818	2	< 0.1%
10.0812149	2	< 0.1%
9.757499695	2	< 0.1%
8.652651787	2	< 0.1%
10.25394058	2	< 0.1%
8.490755081	2	< 0.1%
6.578853607	2	< 0.1%
8.21280098	2	< 0.1%
7.832243919	2	< 0.1%
6.861719131	2	< 0.1%
Other values (50570)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.924756408	1	< 0.1%
2.056799889	1	< 0.1%
2.191082716	1	< 0.1%
2.488687515	1	< 0.1%
2.541022778	1	< 0.1%
2.543996096	1	< 0.1%
2.566976786	1	< 0.1%
2.587903261	1	< 0.1%
2.600629568	1	< 0.1%

Value	Count	Frequency (%)
32.34278107	1	< 0.1%
25.25154495	1	< 0.1%
23.68536377	1	< 0.1%
23.26145172	1	< 0.1%
23.00823212	1	< 0.1%
21.84340096	1	< 0.1%
21.63462639	1	< 0.1%
21.38533592	1	< 0.1%
21.20977592	1	< 0.1%
20.77595901	1	< 0.1%

energy
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50582
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6414396204

Minimum	0
Maximum	0.9998766184
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2600218207
Q1	0.5078393519
median	0.6613684893
Q3	0.8031847626
95-th percentile	0.9441354722
Maximum	0.9998766184
Range	0.9998766184
Interquartile range (IQR)	0.2953454107

Descriptive statistics

Standard deviation	0.2079568358
Coefficient of variation (CV)	0.3242032909
Kurtosis	-0.09960895348
Mean	0.6414396204
Median Absolute Deviation (MAD)	0.1466067135
Skewness	-0.5403126786
Sum	32523.55451
Variance	0.04324604556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.556673646	3	< 0.1%
0	3	< 0.1%
0.8768237829	2	< 0.1%
0.6946244836	2	< 0.1%
0.7442133427	2	< 0.1%
0.8677309155	2	< 0.1%
0.7171552181	2	< 0.1%
0.687638402	2	< 0.1%
0.6462415457	2	< 0.1%
0.6610199213	2	< 0.1%
Other values (50572)	50682	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
2.002957626 × 10^-5	1	< 0.1%
2.015878999 × 10^-5	1	< 0.1%
2.0192585 × 10^-5	1	< 0.1%
2.029902498 × 10^-5	1	< 0.1%
2.031492113 × 10^-5	1	< 0.1%
3.222443411 × 10^-5	1	< 0.1%
4.282895316 × 10^-5	1	< 0.1%
0.0001736736886	1	< 0.1%
0.0002117170807	1	< 0.1%

Value	Count	Frequency (%)
0.9998766184	1	< 0.1%
0.9998579621	1	< 0.1%
0.9997484088	1	< 0.1%
0.9994389415	1	< 0.1%
0.9992306232	1	< 0.1%
0.9992146492	1	< 0.1%
0.9989954233	1	< 0.1%
0.9985918999	1	< 0.1%
0.9984568954	1	< 0.1%
0.9984310269	1	< 0.1%

flatness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	49741
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.9965480112

Minimum	0
Maximum	1.103213429
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.9174512178
Q1	0.9759097099
median	1.003789783
Q3	1.026137143
95-th percentile	1.051269102
Maximum	1.103213429
Range	1.103213429
Interquartile range (IQR)	0.05022743344

Descriptive statistics

Standard deviation	0.04561130329
Coefficient of variation (CV)	0.0457692984
Kurtosis	32.18977609
Mean	0.9965480112
Median Absolute Deviation (MAD)	0.02461752295
Skewness	-3.072980805
Sum	50528.97036
Variance	0.002080390988
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.024108648	3	< 0.1%
1.035710812	3	< 0.1%
1.016603827	3	< 0.1%
1.004582882	3	< 0.1%
1.021645427	3	< 0.1%
1.004168153	3	< 0.1%
0.9952049851	3	< 0.1%
1.005483866	3	< 0.1%
1.033552527	3	< 0.1%
1.00689137	3	< 0.1%
Other values (49731)	50674	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.197534427	1	< 0.1%
0.2212201208	1	< 0.1%
0.2384781092	1	< 0.1%
0.2421963662	1	< 0.1%
0.2835139632	1	< 0.1%
0.2957453132	1	< 0.1%
0.2958186865	1	< 0.1%
0.315837115	1	< 0.1%
0.3195349872	1	< 0.1%

Value	Count	Frequency (%)
1.103213429	1	< 0.1%
1.102985501	1	< 0.1%
1.10221386	1	< 0.1%
1.099084139	1	< 0.1%
1.096083045	1	< 0.1%
1.09559238	1	< 0.1%
1.094929338	1	< 0.1%
1.094654679	1	< 0.1%
1.093668938	1	< 0.1%
1.093587756	1	< 0.1%

instrumentalness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50698
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.07058670783

Minimum	0
Maximum	0.9993987679
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1.081455433 × 10^-11
Q1	1.0841672 × 10^-8
median	2.211649758 × 10^-6
Q3	0.0007654784131
95-th percentile	0.7550427973
Maximum	0.9993987679
Range	0.9993987679
Interquartile range (IQR)	0.0007654675714

Descriptive statistics

Standard deviation	0.214226112
Coefficient of variation (CV)	3.034935594
Kurtosis	8.621797305
Mean	0.07058670783
Median Absolute Deviation (MAD)	2.21164668 × 10^-6
Skewness	3.159185587
Sum	3579.028434
Variance	0.04589282707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	< 0.1%
1.897824814 × 10^-10	2	< 0.1%
2.165808644 × 10^-9	2	< 0.1%
0.0003180612403	2	< 0.1%
0.02028951608	2	< 0.1%
3.459527387 × 10^-10	1	< 0.1%
0.0001981547975	1	< 0.1%
2.683406137 × 10^-6	1	< 0.1%
0.002098614816	1	< 0.1%
2.094480839 × 10^-10	1	< 0.1%
Other values (50688)	50688	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
4.851275326 × 10^-16	1	< 0.1%
7.992268312 × 10^-16	1	< 0.1%
8.155771082 × 10^-16	1	< 0.1%
8.394037215 × 10^-16	1	< 0.1%
1.046612544 × 10^-15	1	< 0.1%
1.160428467 × 10^-15	1	< 0.1%
1.211138848 × 10^-15	1	< 0.1%
1.327932409 × 10^-15	1	< 0.1%
1.509703033 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
0.9993987679	1	< 0.1%
0.9992702603	1	< 0.1%
0.9992608428	1	< 0.1%
0.9985650778	1	< 0.1%
0.9984960556	1	< 0.1%
0.9976671934	1	< 0.1%
0.9964455366	1	< 0.1%
0.9960994124	1	< 0.1%
0.9959306717	1	< 0.1%
0.9951142073	1	< 0.1%

key
Real number (ℝ_≥0)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.269110918

Minimum	0
Maximum	11
Zeros	5513
Zeros (%)	10.9%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.597577954
Coefficient of variation (CV)	0.6827675503
Kurtosis	-1.324657872
Mean	5.269110918
Median Absolute Deviation (MAD)	3
Skewness	0.00998726539
Sum	267165
Variance	12.94256714
Monotonicity	Increasing

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	6009	11.9%
0	5513	10.9%
7	5279	10.4%
2	5017	9.9%
9	4858	9.6%
11	4084	8.1%
5	4053	8.0%
8	3799	7.5%
4	3572	7.0%
10	3503	6.9%
Other values (2)	5017	9.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5513	10.9%
1	6009	11.9%
2	5017	9.9%
3	1518	3.0%
4	3572	7.0%
5	4053	8.0%
6	3499	6.9%
7	5279	10.4%
8	3799	7.5%
9	4858	9.6%

Value	Count	Frequency (%)
11	4084	8.1%
10	3503	6.9%
9	4858	9.6%
8	3799	7.5%
7	5279	10.4%
6	3499	6.9%
5	4053	8.0%
4	3572	7.0%
3	1518	3.0%
2	5017	9.9%

liveness
Real number (ℝ_≥0)

Distinct	50649
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2055200379

Minimum	0
Maximum	0.9962573051
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.06263195463
Q1	0.09824870154
median	0.13140288
Q3	0.2628228366
95-th percentile	0.6177626401
Maximum	0.9962573051
Range	0.9962573051
Interquartile range (IQR)	0.1645741351

Descriptive statistics

Standard deviation	0.1764860733
Coefficient of variation (CV)	0.8587292759
Kurtosis	4.989907763
Mean	0.2055200379
Median Absolute Deviation (MAD)	0.04899518192
Skewness	2.169257557
Sum	10420.688
Variance	0.03114733408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3	< 0.1%
0.1036877707	2	< 0.1%
0.1947992146	2	< 0.1%
0.1078319922	2	< 0.1%
0.1114222333	2	< 0.1%
0.08848131448	2	< 0.1%
0.331110239	2	< 0.1%
0.1266703308	2	< 0.1%
0.5193275809	2	< 0.1%
0.07364316285	2	< 0.1%
Other values (50639)	50683	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
0.0115621388	1	< 0.1%
0.01233692933	1	< 0.1%
0.0124854343	1	< 0.1%
0.01357050892	1	< 0.1%
0.01460487582	1	< 0.1%
0.01491594967	1	< 0.1%
0.01568621211	1	< 0.1%
0.01677046716	1	< 0.1%
0.01758081652	1	< 0.1%

Value	Count	Frequency (%)
0.9962573051	1	< 0.1%
0.9961579442	1	< 0.1%
0.9958702326	1	< 0.1%
0.9955849648	1	< 0.1%
0.9953328967	1	< 0.1%
0.995059669	1	< 0.1%
0.9945924282	1	< 0.1%
0.9939808846	1	< 0.1%
0.9936847687	1	< 0.1%
0.993176043	1	< 0.1%

loudness
Real number (ℝ)

HIGH CORRELATION

Distinct	13522
Distinct (%)	26.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.519315598

Minimum	-60
Maximum	1.633999944
Zeros	0
Zeros (%)	0.0%
Negative	50690
Negative (%)	> 99.9%
Memory size	396.2 KiB

Quantile statistics

Minimum	-60
5-th percentile	-14.50485005
Q1	-8.942000389
median	-6.688000202
Q3	-5.043000221
95-th percentile	-3.24000001
Maximum	1.633999944
Range	61.63399994
Interquartile range (IQR)	3.899000168

Descriptive statistics

Standard deviation	3.927857759
Coefficient of variation (CV)	-0.5223690518
Kurtosis	11.82475184
Mean	-7.519315598
Median Absolute Deviation (MAD)	1.867000103
Skewness	-2.441940907
Sum	-381259.3781
Variance	15.42806657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.416999817	18	< 0.1%
-5.710000038	18	< 0.1%
-5.065999985	17	< 0.1%
-7.587999821	16	< 0.1%
-5.058000088	16	< 0.1%
-5.962999821	16	< 0.1%
-4.997000217	16	< 0.1%
-6.584000111	16	< 0.1%
-5.53399992	16	< 0.1%
-6.31099987	15	< 0.1%
Other values (13512)	50540	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-60	1	< 0.1%
-57.22999954	1	< 0.1%
-54.37599945	1	< 0.1%
-52.42699814	1	< 0.1%
-52.18899918	1	< 0.1%
-49.90800095	1	< 0.1%
-47.87599945	1	< 0.1%
-47.0359993	1	< 0.1%
-46.24599838	1	< 0.1%
-45.00400162	1	< 0.1%

Value	Count	Frequency (%)
1.633999944	1	< 0.1%
0.8870000243	1	< 0.1%
0.878000021	1	< 0.1%
0.550999999	1	< 0.1%
0.5249999762	1	< 0.1%
0.4959999919	1	< 0.1%
0.4909999967	1	< 0.1%
0.4850000143	1	< 0.1%
0.476000011	1	< 0.1%
0.2700000107	1	< 0.1%

mechanism
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	32603
Distinct (%)	64.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5476026008

Minimum	0
Maximum	1
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1677302867
Q1	0.3666523322
median	0.5710227489
Q3	0.7295373678
95-th percentile	0.87952815
Maximum	1
Range	1
Interquartile range (IQR)	0.3628850356

Descriptive statistics

Standard deviation	0.223802544
Coefficient of variation (CV)	0.408695181
Kurtosis	-0.9840566298
Mean	0.5476026008
Median Absolute Deviation (MAD)	0.1776696444
Skewness	-0.1930969158
Sum	27765.64227
Variance	0.05008757872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5	87	0.2%
0.6666666865	77	0.2%
0.3333333433	69	0.1%
0.75	57	0.1%
0.6000000238	44	0.1%
0.25	42	0.1%
0.1666666716	41	0.1%
0.7142857313	39	0.1%
0.400000006	37	0.1%
0.200000003	33	0.1%
Other values (32593)	50178	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
0.05400539935	1	< 0.1%
0.05582524091	1	< 0.1%
0.06085918844	1	< 0.1%
0.06140350923	1	< 0.1%
0.06259097159	1	< 0.1%
0.06260945648	1	< 0.1%
0.06494117528	1	< 0.1%
0.06525911391	1	< 0.1%
0.06551723927	1	< 0.1%

Value	Count	Frequency (%)
1	30	0.1%
0.9986631274	1	< 0.1%
0.9979122877	1	< 0.1%
0.9976689816	1	< 0.1%
0.9976019263	1	< 0.1%
0.99747473	1	< 0.1%
0.9973890185	1	< 0.1%
0.9973753095	1	< 0.1%
0.9973649383	1	< 0.1%
0.997322619	1	< 0.1%

mode
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	396.2 KiB

major	32555
minor	18149

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	253520
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	major
2nd row	major
3rd row	minor
4th row	major
5th row	major

Common Values

Value	Count	Frequency (%)
major	32555	64.2%
minor	18149	35.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
major	32555	64.2%
minor	18149	35.8%

Most occurring characters

Value	Count	Frequency (%)
m	50704	20.0%
o	50704	20.0%
r	50704	20.0%
a	32555	12.8%
j	32555	12.8%
i	18149	7.2%
n	18149	7.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	253520	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
m	50704	20.0%
o	50704	20.0%
r	50704	20.0%
a	32555	12.8%
j	32555	12.8%
i	18149	7.2%
n	18149	7.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	253520	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
m	50704	20.0%
o	50704	20.0%
r	50704	20.0%
a	32555	12.8%
j	32555	12.8%
i	18149	7.2%
n	18149	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	253520	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
m	50704	20.0%
o	50704	20.0%
r	50704	20.0%
a	32555	12.8%
j	32555	12.8%
i	18149	7.2%
n	18149	7.2%

organism
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50611
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3918742646

Minimum	0
Maximum	0.9623497725
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1046880562
Q1	0.2257422358
median	0.3640566319
Q3	0.5331308395
95-th percentile	0.7896937579
Maximum	0.9623497725
Range	0.9623497725
Interquartile range (IQR)	0.3073886037

Descriptive statistics

Standard deviation	0.2071157108
Coefficient of variation (CV)	0.5285259315
Kurtosis	-0.4583728451
Mean	0.3918742646
Median Absolute Deviation (MAD)	0.1507410258
Skewness	0.5041322625
Sum	19869.59271
Variance	0.04289691764
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.1%
0.4419417381	3	< 0.1%
0.565685451	3	< 0.1%
0.5499719381	3	< 0.1%
0.2040630877	2	< 0.1%
0.6187184453	2	< 0.1%
0.2618290186	2	< 0.1%
0.1288609058	2	< 0.1%
0.5242039561	2	< 0.1%
0.514179945	2	< 0.1%
Other values (50601)	50657	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
3.835879397 × 10^-5	1	< 0.1%
0.0001128875083	1	< 0.1%
0.000191533516	1	< 0.1%
0.0001942347299	1	< 0.1%
0.0002846125572	1	< 0.1%
0.0003677613568	1	< 0.1%
0.0005202773609	1	< 0.1%
0.0007325633196	1	< 0.1%
0.001726303366	1	< 0.1%

Value	Count	Frequency (%)
0.9623497725	1	< 0.1%
0.9547346234	1	< 0.1%
0.9541558623	1	< 0.1%
0.9538199902	1	< 0.1%
0.9530043006	1	< 0.1%
0.9523775578	1	< 0.1%
0.9519213438	1	< 0.1%
0.9503695369	1	< 0.1%
0.950347662	1	< 0.1%
0.9502580762	1	< 0.1%

speechiness
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50628
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1229978146

Minimum	0
Maximum	0.961407721
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.02845896585
Q1	0.03802783415
median	0.06179350801
Q3	0.1602023058
95-th percentile	0.385035038
Maximum	0.961407721
Range	0.961407721
Interquartile range (IQR)	0.1221744716

Descriptive statistics

Standard deviation	0.1360217663
Coefficient of variation (CV)	1.105887668
Kurtosis	8.948820415
Mean	0.1229978146
Median Absolute Deviation (MAD)	0.0297595337
Skewness	2.55108198
Sum	6236.481192
Variance	0.01850192091
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.1%
0.1073224619	2	< 0.1%
0.08785241842	2	< 0.1%
0.2763006389	2	< 0.1%
0.04271459207	2	< 0.1%
0.4097527564	2	< 0.1%
0.07040075958	2	< 0.1%
0.03346218541	2	< 0.1%
0.03396807611	2	< 0.1%
0.04078083113	2	< 0.1%
Other values (50618)	50660	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
0.02207772247	1	< 0.1%
0.02213839442	1	< 0.1%
0.02236931026	1	< 0.1%
0.02248912491	1	< 0.1%
0.02252688445	1	< 0.1%
0.02255367488	1	< 0.1%
0.02267417125	1	< 0.1%
0.02272668667	1	< 0.1%
0.0227297768	1	< 0.1%

Value	Count	Frequency (%)
0.961407721	1	< 0.1%
0.9606009722	1	< 0.1%
0.9603573084	1	< 0.1%
0.9601438642	1	< 0.1%
0.9599977136	1	< 0.1%
0.9597547054	1	< 0.1%
0.9586110711	1	< 0.1%
0.9582145214	1	< 0.1%
0.9582087994	1	< 0.1%
0.9574075937	1	< 0.1%

tempo
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	32249
Distinct (%)	63.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	121.5763958

Minimum	0
Maximum	218.7749939
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	77.82274933
Q1	97.15899658
median	120.1154976
Q3	141.0140076
95-th percentile	174.0339966
Maximum	218.7749939
Range	218.7749939
Interquartile range (IQR)	43.85501099

Descriptive statistics

Standard deviation	29.78674065
Coefficient of variation (CV)	0.2450043074
Kurtosis	-0.4002252392
Mean	121.5763958
Median Absolute Deviation (MAD)	22.06349945
Skewness	0.2659823685
Sum	6164409.572
Variance	887.2499185
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26	0.1%
100.0100021	18	< 0.1%
119.9919968	17	< 0.1%
99.99700165	17	< 0.1%
140.0130005	17	< 0.1%
119.9970016	17	< 0.1%
120.012001	17	< 0.1%
140.003006	16	< 0.1%
119.9940033	16	< 0.1%
140.022995	16	< 0.1%
Other values (32239)	50527	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
32.05400085	1	< 0.1%
33.68500137	1	< 0.1%
34.71699905	1	< 0.1%
35.83100128	1	< 0.1%
36.94900131	1	< 0.1%
38.01699829	1	< 0.1%
38.4980011	1	< 0.1%
39.11999893	1	< 0.1%
40.43199921	1	< 0.1%

Value	Count	Frequency (%)
218.7749939	1	< 0.1%
217.8070068	1	< 0.1%
217.2279968	1	< 0.1%
216.1529999	1	< 0.1%
216.1150055	1	< 0.1%
215.9900055	1	< 0.1%
215.8130035	1	< 0.1%
215.8110046	1	< 0.1%
214.1260071	1	< 0.1%
213.7879944	1	< 0.1%

time_signature
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	396.2 KiB

4	45521
3	3897
5	845
1	413
0	28

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50704
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	3
3rd row	4
4th row	4
5th row	4

Common Values

Value	Count	Frequency (%)
4	45521	89.8%
3	3897	7.7%
5	845	1.7%
1	413	0.8%
0	28	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
4	45521	89.8%
3	3897	7.7%
5	845	1.7%
1	413	0.8%
0	28	0.1%

Most occurring characters

Value	Count	Frequency (%)
4	45521	89.8%
3	3897	7.7%
5	845	1.7%
1	413	0.8%
0	28	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	50704	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	45521	89.8%
3	3897	7.7%
5	845	1.7%
1	413	0.8%
0	28	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	50704	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	45521	89.8%
3	3897	7.7%
5	845	1.7%
1	413	0.8%
0	28	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	50704	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	45521	89.8%
3	3897	7.7%
5	845	1.7%
1	413	0.8%
0	28	0.1%

valence
Real number (ℝ_≥0)

Distinct	50607
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4878042306

Minimum	0
Maximum	0.9999899864
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1034330942
Q1	0.292559281
median	0.4782440066
Q3	0.6779467762
95-th percentile	0.9109258741
Maximum	0.9999899864
Range	0.9999899864
Interquartile range (IQR)	0.3853874952

Descriptive statistics

Standard deviation	0.246376207
Coefficient of variation (CV)	0.5050718947
Kurtosis	-0.9238297598
Mean	0.4878042306
Median Absolute Deviation (MAD)	0.1923731416
Skewness	0.1255061109
Sum	24733.62571
Variance	0.06070123537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.999999747 × 10^-6	27	0.1%
0	26	0.1%
0.3955388665	2	< 0.1%
0.2269677669	2	< 0.1%
0.5662235022	2	< 0.1%
0.5127658248	2	< 0.1%
0.8224517107	2	< 0.1%
0.6044963002	2	< 0.1%
0.5098135471	2	< 0.1%
0.9635003805	2	< 0.1%
Other values (50597)	50635	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
9.999999747 × 10^-6	27	0.1%
0.0005734841689	1	< 0.1%
0.00173058582	1	< 0.1%
0.002706314204	1	< 0.1%
0.00297517865	1	< 0.1%
0.003153753234	1	< 0.1%
0.004473324865	1	< 0.1%
0.004485246725	1	< 0.1%
0.00501302164	1	< 0.1%

Value	Count	Frequency (%)
0.9999899864	1	< 0.1%
0.9989033341	1	< 0.1%
0.9968476892	1	< 0.1%
0.9940514565	1	< 0.1%
0.9904393554	1	< 0.1%
0.9899629951	1	< 0.1%
0.9894220233	1	< 0.1%
0.988386035	1	< 0.1%
0.9882594943	1	< 0.1%
0.9862030745	1	< 0.1%

acoustic_vector_0
Real number (ℝ)

HIGH CORRELATION

Distinct	50683
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.3322948223

Minimum	-1.122792006
Maximum	0.932164669
Zeros	0
Zeros (%)	0.0%
Negative	35556
Negative (%)	70.1%
Memory size	396.2 KiB

Quantile statistics

Minimum	-1.122792006
5-th percentile	-0.925468415
Q1	-0.7451484799
median	-0.3347993046
Q3	0.0459207641
95-th percentile	0.2465542153
Maximum	0.932164669
Range	2.054956675
Interquartile range (IQR)	0.791069244

Descriptive statistics

Standard deviation	0.4163195639
Coefficient of variation (CV)	-1.252862025
Kurtosis	-1.118034671
Mean	-0.3322948223
Median Absolute Deviation (MAD)	0.3910820149
Skewness	0.07881436841
Sum	-16848.67667
Variance	0.1733219793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.8483837843	2	< 0.1%
-0.799646914	2	< 0.1%
0.2330058366	2	< 0.1%
-0.8502001166	2	< 0.1%
-0.7895046473	2	< 0.1%
-0.9483231902	2	< 0.1%
-0.9138028026	2	< 0.1%
-0.8446104527	2	< 0.1%
-0.7744373679	2	< 0.1%
-0.8686487675	2	< 0.1%
Other values (50673)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.122792006	1	< 0.1%
-1.094413519	1	< 0.1%
-1.093645215	1	< 0.1%
-1.090574265	1	< 0.1%
-1.090346336	1	< 0.1%
-1.089334965	1	< 0.1%
-1.088291526	1	< 0.1%
-1.08751595	1	< 0.1%
-1.083268642	1	< 0.1%
-1.078270316	1	< 0.1%

Value	Count	Frequency (%)
0.932164669	1	< 0.1%
0.9097337723	1	< 0.1%
0.9039147496	1	< 0.1%
0.9027978182	1	< 0.1%
0.8952570558	1	< 0.1%
0.8944941759	1	< 0.1%
0.8913604617	1	< 0.1%
0.8896089196	1	< 0.1%
0.8837898374	1	< 0.1%
0.8821600676	1	< 0.1%

acoustic_vector_1
Real number (ℝ)

HIGH CORRELATION

Distinct	50655
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2021927384

Minimum	-1.08436048
Maximum	0.8128367662
Zeros	0
Zeros (%)	0.0%
Negative	8967
Negative (%)	17.7%
Memory size	396.2 KiB

Quantile statistics

Minimum	-1.08436048
5-th percentile	-0.2950231344
Q1	0.08645983785
median	0.26553455
Q3	0.3595533818
95-th percentile	0.5199728698
Maximum	0.8128367662
Range	1.897197247
Interquartile range (IQR)	0.2730935439

Descriptive statistics

Standard deviation	0.2540236428
Coefficient of variation (CV)	1.256344045
Kurtosis	2.388272597
Mean	0.2021927384
Median Absolute Deviation (MAD)	0.1215796247
Skewness	-1.251238106
Sum	10251.98061
Variance	0.06452801111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3516862094	2	< 0.1%
0.3113729358	2	< 0.1%
0.2723758519	2	< 0.1%
0.34252882	2	< 0.1%
0.2514341474	2	< 0.1%
0.2545028329	2	< 0.1%
0.2077631354	2	< 0.1%
0.2753742635	2	< 0.1%
0.3879927099	2	< 0.1%
0.429625541	2	< 0.1%
Other values (50645)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.08436048	1	< 0.1%
-1.084091783	1	< 0.1%
-1.080839872	1	< 0.1%
-1.080301404	1	< 0.1%
-1.069090962	1	< 0.1%
-1.060558677	1	< 0.1%
-1.060367584	1	< 0.1%
-1.053294659	1	< 0.1%
-1.05085814	1	< 0.1%
-1.04798317	1	< 0.1%

Value	Count	Frequency (%)
0.8128367662	1	< 0.1%
0.7938130498	1	< 0.1%
0.7814434171	1	< 0.1%
0.7801832557	1	< 0.1%
0.7796040773	1	< 0.1%
0.7788230181	1	< 0.1%
0.7743970156	1	< 0.1%
0.7736821771	1	< 0.1%
0.770098269	1	< 0.1%
0.7681080103	1	< 0.1%

acoustic_vector_2
Real number (ℝ)

HIGH CORRELATION

Distinct	50671
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.153935369

Minimum	-0.7522307634
Maximum	0.6052882671
Zeros	0
Zeros (%)	0.0%
Negative	10798
Negative (%)	21.3%
Memory size	396.2 KiB

Quantile statistics

Minimum	-0.7522307634
5-th percentile	-0.2797147989
Q1	0.05160441436
median	0.207705453
Q3	0.2961324081
95-th percentile	0.4200646996
Maximum	0.6052882671
Range	1.357519031
Interquartile range (IQR)	0.2445279937

Descriptive statistics

Standard deviation	0.2126595419
Coefficient of variation (CV)	1.381485901
Kurtosis	0.575112401
Mean	0.153935369
Median Absolute Deviation (MAD)	0.109271884
Skewness	-0.9915383563
Sum	7805.138948
Variance	0.04522408075
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2570782304	2	< 0.1%
0.4325115383	2	< 0.1%
0.2541333735	2	< 0.1%
0.370195508	2	< 0.1%
0.2987477481	2	< 0.1%
0.2149567902	2	< 0.1%
0.2165261209	2	< 0.1%
0.4114921391	2	< 0.1%
0.2906582952	2	< 0.1%
0.4015046954	2	< 0.1%
Other values (50661)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.7522307634	1	< 0.1%
-0.7315149903	1	< 0.1%
-0.7257509828	1	< 0.1%
-0.7230327725	1	< 0.1%
-0.7072618604	1	< 0.1%
-0.706227541	1	< 0.1%
-0.7018665671	1	< 0.1%
-0.701164782	1	< 0.1%
-0.6997327805	1	< 0.1%
-0.6996839046	1	< 0.1%

Value	Count	Frequency (%)
0.6052882671	1	< 0.1%
0.5939116478	1	< 0.1%
0.5919137597	1	< 0.1%
0.5897840858	1	< 0.1%
0.5858505964	1	< 0.1%
0.583597064	1	< 0.1%
0.5834932327	1	< 0.1%
0.5823463798	1	< 0.1%
0.5793335438	1	< 0.1%
0.5775571465	1	< 0.1%

acoustic_vector_3
Real number (ℝ)

HIGH CORRELATION

Distinct	50688
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.04052565412

Minimum	-0.8091361523
Maximum	1.074504375
Zeros	0
Zeros (%)	0.0%
Negative	25448
Negative (%)	50.2%
Memory size	396.2 KiB

Quantile statistics

Minimum	-0.8091361523
5-th percentile	-0.5736846894
Q1	-0.2945739478
median	-0.001754619181
Q3	0.1468277089
95-th percentile	0.6185454309
Maximum	1.074504375
Range	1.883640528
Interquartile range (IQR)	0.4414016567

Descriptive statistics

Standard deviation	0.3331285497
Coefficient of variation (CV)	-8.220189334
Kurtosis	-0.1789861319
Mean	-0.04052565412
Median Absolute Deviation (MAD)	0.1952445507
Skewness	0.2331645833
Sum	-2054.812766
Variance	0.1109746306
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.5797877908	2	< 0.1%
0.07906407118	2	< 0.1%
0.1604717374	2	< 0.1%
0.2130868435	2	< 0.1%
-0.3038371801	2	< 0.1%
0.1437530518	2	< 0.1%
-0.3756197095	2	< 0.1%
-0.415141046	2	< 0.1%
0.6456134319	2	< 0.1%
0.08148158342	2	< 0.1%
Other values (50678)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.8091361523	1	< 0.1%
-0.8085612655	1	< 0.1%
-0.8029714227	1	< 0.1%
-0.8003337979	1	< 0.1%
-0.7996618152	1	< 0.1%
-0.794824779	1	< 0.1%
-0.7921472788	1	< 0.1%
-0.7917488813	1	< 0.1%
-0.7891118526	1	< 0.1%
-0.7868608832	1	< 0.1%

Value	Count	Frequency (%)
1.074504375	1	< 0.1%
1.049941182	1	< 0.1%
1.03439784	1	< 0.1%
1.011675835	1	< 0.1%
0.9960519075	1	< 0.1%
0.9804221988	1	< 0.1%
0.9801267385	1	< 0.1%
0.9799320698	1	< 0.1%
0.9695149064	1	< 0.1%
0.9682163	1	< 0.1%

acoustic_vector_4
Real number (ℝ)

HIGH CORRELATION

Distinct	50667
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.02724698828

Minimum	-1.029858112
Maximum	0.8957690001
Zeros	0
Zeros (%)	0.0%
Negative	30422
Negative (%)	60.0%
Memory size	396.2 KiB

Quantile statistics

Minimum	-1.029858112
5-th percentile	-0.4768711641
Q1	-0.3187510818
median	-0.1769741103
Q3	0.2808520645
95-th percentile	0.6674737275
Maximum	0.8957690001
Range	1.925627112
Interquartile range (IQR)	0.5996031463

Descriptive statistics

Standard deviation	0.3774566683
Coefficient of variation (CV)	-13.85315193
Kurtosis	-0.8677223515
Mean	-0.02724698828
Median Absolute Deviation (MAD)	0.2102246061
Skewness	0.5357410462
Sum	-1381.531294
Variance	0.1424735364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.306761533	2	< 0.1%
-0.3072701991	2	< 0.1%
-0.2705519795	2	< 0.1%
0.3342812657	2	< 0.1%
-0.2653469145	2	< 0.1%
-0.3170821965	2	< 0.1%
-0.3127553761	2	< 0.1%
-0.3854124248	2	< 0.1%
-0.3471595645	2	< 0.1%
-0.3192456365	2	< 0.1%
Other values (50657)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.029858112	1	< 0.1%
-0.9848836064	1	< 0.1%
-0.962692976	1	< 0.1%
-0.9590377808	1	< 0.1%
-0.9583147764	1	< 0.1%
-0.9569730163	1	< 0.1%
-0.9564024806	1	< 0.1%
-0.9520811439	1	< 0.1%
-0.9508592486	1	< 0.1%
-0.9478324056	1	< 0.1%

Value	Count	Frequency (%)
0.8957690001	1	< 0.1%
0.8922621608	1	< 0.1%
0.8805705309	1	< 0.1%
0.8696386218	1	< 0.1%
0.8647184968	1	< 0.1%
0.8612127304	1	< 0.1%
0.846906662	1	< 0.1%
0.84689188	1	< 0.1%
0.8454397321	1	< 0.1%
0.8421089053	1	< 0.1%

acoustic_vector_5
Real number (ℝ)

HIGH CORRELATION

Distinct	50676
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04947521333

Minimum	-0.9424609542
Maximum	0.3802794516
Zeros	0
Zeros (%)	0.0%
Negative	17957
Negative (%)	35.4%
Memory size	396.2 KiB

Quantile statistics

Minimum	-0.9424609542
5-th percentile	-0.1799664348
Q1	-0.0383369308
median	0.06271885708
Q3	0.1603656486
95-th percentile	0.2389223024
Maximum	0.3802794516
Range	1.322740406
Interquartile range (IQR)	0.1987025794

Descriptive statistics

Standard deviation	0.1442052088
Coefficient of variation (CV)	2.914696049
Kurtosis	2.971883532
Mean	0.04947521333
Median Absolute Deviation (MAD)	0.09934015013
Skewness	-1.134812474
Sum	2508.591217
Variance	0.02079514224
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1501329541	2	< 0.1%
0.1778871715	2	< 0.1%
0.03781631216	2	< 0.1%
0.1108561605	2	< 0.1%
0.07137993723	2	< 0.1%
0.2429956198	2	< 0.1%
-0.05402814224	2	< 0.1%
0.2571468353	2	< 0.1%
0.08526097238	2	< 0.1%
0.1544793099	2	< 0.1%
Other values (50666)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.9424609542	1	< 0.1%
-0.8890851736	1	< 0.1%
-0.8715008497	1	< 0.1%
-0.8687852025	1	< 0.1%
-0.839910984	1	< 0.1%
-0.8378502131	1	< 0.1%
-0.8222786188	1	< 0.1%
-0.8172166944	1	< 0.1%
-0.8125446439	1	< 0.1%
-0.8117517233	1	< 0.1%

Value	Count	Frequency (%)
0.3802794516	1	< 0.1%
0.370511055	1	< 0.1%
0.3681459129	1	< 0.1%
0.3636336029	1	< 0.1%
0.3626511991	1	< 0.1%
0.3619942069	1	< 0.1%
0.3601008058	1	< 0.1%
0.3590475023	1	< 0.1%
0.3589852452	1	< 0.1%
0.3583241403	1	< 0.1%

acoustic_vector_6
Real number (ℝ)

HIGH CORRELATION

Distinct	50659
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.197758097

Minimum	-0.7363951802
Maximum	0.9667596221
Zeros	0
Zeros (%)	0.0%
Negative	40190
Negative (%)	79.3%
Memory size	396.2 KiB

Quantile statistics

Minimum	-0.7363951802
5-th percentile	-0.5687929481
Q1	-0.4448489174
median	-0.2985994667
Q3	-0.07515817322
95-th percentile	0.682448104
Maximum	0.9667596221
Range	1.703154802
Interquartile range (IQR)	0.3696907442

Descriptive statistics

Standard deviation	0.349839567
Coefficient of variation (CV)	-1.769027778
Kurtosis	1.239383556
Mean	-0.197758097
Median Absolute Deviation (MAD)	0.1694206893
Skewness	1.363392212
Sum	-10027.12655
Variance	0.1223877226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.3587146997	2	< 0.1%
-0.5889055133	2	< 0.1%
-0.3354040086	2	< 0.1%
-0.2651703358	2	< 0.1%
-0.4536647201	2	< 0.1%
-0.3597873449	2	< 0.1%
-0.5714661479	2	< 0.1%
-0.4328020513	2	< 0.1%
-0.5801576972	2	< 0.1%
-0.3988600373	2	< 0.1%
Other values (50649)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.7363951802	1	< 0.1%
-0.7313693762	1	< 0.1%
-0.7301291227	1	< 0.1%
-0.7262271047	1	< 0.1%
-0.7261491418	1	< 0.1%
-0.7247518897	1	< 0.1%
-0.7185109854	1	< 0.1%
-0.7111529708	1	< 0.1%
-0.7107793093	1	< 0.1%
-0.7106859684	1	< 0.1%

Value	Count	Frequency (%)
0.9667596221	1	< 0.1%
0.9664200544	1	< 0.1%
0.9655614495	1	< 0.1%
0.9639254212	1	< 0.1%
0.9602028728	1	< 0.1%
0.953227222	1	< 0.1%
0.950291276	1	< 0.1%
0.9501598477	1	< 0.1%
0.9474704862	1	< 0.1%
0.9473942518	1	< 0.1%

acoustic_vector_7
Real number (ℝ)

HIGH CORRELATION

Distinct	50677
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.00515293206

Minimum	-0.9756474495
Maximum	1.152212739
Zeros	0
Zeros (%)	0.0%
Negative	20920
Negative (%)	41.3%
Memory size	396.2 KiB

Quantile statistics

Minimum	-0.9756474495
5-th percentile	-0.6184762836
Q1	-0.1768210642
median	0.0904234387
Q3	0.1942852773
95-th percentile	0.4853295863
Maximum	1.152212739
Range	2.127860188
Interquartile range (IQR)	0.3711063415

Descriptive statistics

Standard deviation	0.3242593326
Coefficient of variation (CV)	62.92715077
Kurtosis	0.2375804108
Mean	0.00515293206
Median Absolute Deviation (MAD)	0.1546893939
Skewness	-0.4010305583
Sum	261.2742672
Variance	0.1051441148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3118411601	2	< 0.1%
0.2023383379	2	< 0.1%
-0.6320405602	2	< 0.1%
0.1197036952	2	< 0.1%
0.1839200407	2	< 0.1%
0.1644785851	2	< 0.1%
0.1615427136	2	< 0.1%
0.2266649604	2	< 0.1%
0.1363669336	2	< 0.1%
-0.5803991556	2	< 0.1%
Other values (50667)	50684	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.9756474495	1	< 0.1%
-0.9687770605	1	< 0.1%
-0.9572833776	1	< 0.1%
-0.9513456821	1	< 0.1%
-0.9489476085	1	< 0.1%
-0.9398822784	1	< 0.1%
-0.9384741187	1	< 0.1%
-0.9382966161	1	< 0.1%
-0.9356867671	1	< 0.1%
-0.9313508272	1	< 0.1%

Value	Count	Frequency (%)
1.152212739	1	< 0.1%
1.106470108	1	< 0.1%
1.083393216	1	< 0.1%
1.066412568	1	< 0.1%
1.063677669	1	< 0.1%
1.0594275	1	< 0.1%
1.059233785	1	< 0.1%
1.054256439	1	< 0.1%
1.051973581	1	< 0.1%
1.043334365	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	track_id	duration	release_year	us_popularity_estimate	acousticness	beat_strength	bounciness	danceability	dyn_range_mean	energy	flatness	instrumentalness	liveness	loudness	mechanism	mode	organism	speechiness	tempo	time_signature	valence	acoustic_vector_0	acoustic_vector_1	acoustic_vector_2	acoustic_vector_3	acoustic_vector_4	acoustic_vector_5	acoustic_vector_6	acoustic_vector_7
0	t_a540e552-16d4-42f8-a185-232bd650ea7d	109.706673	1950	99.975414	0.458040	0.519497	0.504949	0.399767	7.511880	0.817709	0.903753	3.254327e-06	0.132124	-11.238	0.386100	major	0.541606	0.079985	166.287003	4	0.935512	-0.033284	-0.411896	-0.028580	0.349438	0.832467	-0.213871	-0.299464	-0.675907
1	t_67965da0-132b-4b1e-8a69-0ef99b32287c	187.693329	1950	99.969430	0.916272	0.419223	0.545530	0.491235	9.098376	0.154258	1.037952	8.344854e-12	0.163281	-13.706	0.125000	major	0.895874	0.083877	95.261002	3	0.359675	0.145703	-0.850372	0.123860	0.746904	0.371803	-0.420558	-0.213120	-0.525795
2	t_0614ecd3-a7d5-40a1-816e-156d5872a467	160.839996	1951	99.602549	0.812884	0.425890	0.508280	0.491625	8.368670	0.358813	1.004268	2.927475e-10	0.090115	-10.522	0.200669	minor	0.806136	0.038777	105.185997	4	0.726769	0.021720	-0.743634	0.333247	0.568447	0.411094	-0.187749	-0.387599	-0.433496
3	t_070a63a0-744a-434e-9913-a97b02926a29	175.399994	1951	99.665018	0.396854	0.400934	0.359990	0.552227	5.967346	0.514585	0.975138	3.981341e-11	0.360924	-11.032	0.427152	major	0.492772	0.038337	119.441002	4	0.859075	0.039143	-0.267555	-0.051825	0.106173	0.614825	-0.111419	-0.265953	-0.542753
4	t_d6990e17-9c31-4b01-8559-47d9ce476df1	369.600006	1951	99.991764	0.728831	0.371328	0.335115	0.483044	5.802681	0.721442	0.976866	2.541884e-10	0.189162	-6.836	0.281250	major	0.723808	0.032043	95.261002	4	0.562343	0.131931	-0.292523	-0.174819	-0.034422	0.717229	-0.016239	-0.392694	-0.455496
5	t_fcb90952-0c6d-4644-86ac-951f6ec4b3ff	178.399994	1951	99.983870	0.185908	0.549373	0.579418	0.743740	8.666988	0.567959	0.968092	1.181142e-05	0.163343	-9.629	0.592233	major	0.316888	0.049368	122.656998	4	0.686689	-0.223427	-0.360527	0.362998	0.339622	0.402456	-0.071626	-0.321007	-0.414255
6	t_20675f8a-3a40-40b8-aa9b-0ce64536c65b	165.826675	1952	99.958695	0.518601	0.592388	0.640258	0.740621	9.531035	0.614633	0.975419	3.437679e-04	0.406935	-8.072	0.444444	major	0.537396	0.035783	128.496002	4	0.798964	0.065862	-0.346759	0.043067	0.311622	0.751019	-0.166286	-0.240193	-0.859687
7	t_7577ca53-5d0b-489b-a6df-ade8bbc895ef	197.826675	1952	99.454159	0.786521	0.472212	0.448498	0.426819	6.914297	0.217525	1.033400	1.920538e-03	0.111297	-15.008	0.171296	major	0.807888	0.036236	76.396004	4	0.381079	-0.015347	-0.512293	0.186001	0.461546	0.649840	-0.212254	-0.312480	-0.761987
8	t_8a461a4e-62e4-4e00-8433-f7f034fa9887	214.866669	1954	99.983466	0.155316	0.525873	0.566486	0.523287	8.629132	0.626335	0.950659	1.057534e-07	0.086872	-9.425	0.271429	major	0.526754	0.052334	134.126999	4	0.916642	0.044946	-0.148084	-0.041229	-0.002689	0.563805	-0.039093	-0.376067	-0.621552
9	t_ae523005-8e7b-4746-abb7-3f401b973a33	281.160004	1954	97.436986	0.941446	0.232828	0.209133	0.242102	4.826611	0.095803	1.056563	5.503793e-01	0.082973	-19.121	0.115265	major	0.913531	0.030334	77.398003	4	0.073532	0.234917	-0.599026	0.232939	0.449952	0.288230	-0.178990	-0.103595	-0.473541

Last rows

	track_id	duration	release_year	us_popularity_estimate	acousticness	beat_strength	bounciness	danceability	dyn_range_mean	energy	flatness	instrumentalness	key	liveness	loudness	mechanism	mode	organism	speechiness	tempo	time_signature	valence	acoustic_vector_0	acoustic_vector_1	acoustic_vector_2	acoustic_vector_3	acoustic_vector_4	acoustic_vector_5	acoustic_vector_6	acoustic_vector_7
50694	t_a9ba78c8-9ba1-4849-be04-a1e6cda0106b	157.873962	2018	99.588524	0.103359	0.697472	0.764288	0.897635	11.625168	0.478187	1.029434	2.179656e-08	11	0.101264	-4.851	0.808219	minor	0.154050	0.041571	126.990997	4	0.539642	-0.348095	0.440885	0.399104	-0.217233	-0.405041	0.191846	0.009243	-0.071464
50695	t_6f284b5e-7c48-49f9-bf05-a1004ef32bd2	290.028839	2018	99.673650	0.012351	0.553277	0.569944	0.749947	8.440541	0.631777	1.030471	4.632498e-02	11	0.060913	-8.339	0.778598	minor	0.156798	0.042171	129.992996	4	0.311240	-0.255224	0.021014	0.169898	-0.063878	-0.525528	0.153374	-0.168695	0.549475
50696	t_9b8b6ff8-4ed0-403d-b713-3b9d1fd8f7c6	240.280136	2018	98.694426	0.273648	0.645204	0.634531	0.765865	8.834319	0.603838	0.985689	7.627290e-02	11	0.369825	-8.140	0.754286	minor	0.260056	0.213879	100.969002	4	0.529824	-0.218342	0.028022	0.170423	-0.100774	-0.530749	0.161626	-0.101153	0.570557
50697	t_63398853-6959-4c2e-b988-9791779e539a	201.266663	2018	99.943837	0.183100	0.637440	0.680387	0.760958	9.984685	0.657397	0.997686	1.393514e-05	11	0.140354	-4.289	0.619490	major	0.298592	0.123630	144.988998	4	0.589575	-0.804090	0.382685	0.294531	-0.022463	-0.267893	0.052076	-0.527220	0.136261
50698	t_8769d46b-8e43-4824-8f04-6331c2ada46e	211.295959	2018	99.583634	0.138856	0.566710	0.673368	0.767136	10.608775	0.864232	0.966507	1.885371e-12	11	0.117391	-5.970	0.349515	minor	0.470326	0.324485	99.942001	4	0.698467	-0.986769	0.353449	0.231268	0.138533	-0.383733	-0.071566	-0.612273	0.141610
50699	t_402930af-4174-47ec-b1fd-593d93597624	184.686798	2018	99.315966	0.584765	0.521544	0.515087	0.653140	7.684220	0.336433	1.042727	8.633797e-04	11	0.102380	-10.820	0.597561	major	0.501950	0.037479	92.927002	4	0.542063	-0.196001	0.301727	0.238880	-0.391421	0.016690	0.247235	-0.399387	-0.192473
50700	t_e5f9a069-a893-452e-ab21-49b4eaebfbd0	251.813324	2018	99.918573	0.406680	0.565200	0.693126	0.844861	11.176841	0.709085	0.988095	2.412876e-06	11	0.110893	-5.966	0.583710	major	0.411513	0.317291	124.168999	4	0.472353	-0.545160	0.271596	0.274377	0.043951	-0.322946	0.150802	0.159378	0.384336
50701	t_3983306d-13b4-4027-9391-7236ca93d2bf	157.520004	2018	98.517692	0.001279	0.414721	0.341769	0.463543	5.405471	0.975503	0.870077	1.271703e-04	11	0.320818	-3.044	0.393162	major	0.429100	0.061294	107.156998	4	0.766519	0.112592	0.368523	-0.466950	-0.468494	0.640088	0.050771	-0.258999	0.258766
50702	t_74eb6e99-210b-440c-8d7b-4db6617d1c80	129.105392	2018	99.902866	0.139452	0.688375	0.733720	0.850959	10.778521	0.666146	1.051821	1.652945e-12	11	0.105345	-5.334	0.796875	minor	0.174222	0.069366	134.067993	4	0.058505	-0.855291	0.365487	0.273034	0.108294	-0.206204	0.007847	-0.408226	0.143629
50703	t_aec0dda3-19b4-4222-be07-327c12f21456	213.689392	2018	99.961653	0.154936	0.327645	0.365520	0.520514	6.707502	0.880616	0.991239	4.886740e-08	11	0.266024	-3.820	0.826476	minor	0.164493	0.042717	179.945999	4	0.414714	-0.095364	0.382398	0.231202	-0.419750	-0.010569	0.173470	-0.403821	-0.377302

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Dash Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Cramér's V (φc)

Phik (φk)

Missing values

Sample

First rows

Last rows